{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Creating a bullet graph using Bokeh\n",
    "\n",
    "This is the notebook associated with the article at [Pbpython.com](http://pbpython.com/bokeh-bullet-waterfall.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bokeh.io import show, output_notebook\n",
    "from bokeh.palettes import PuBu4\n",
    "from bokeh.plotting import figure\n",
    "from bokeh.models import Label"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <a href=\"https://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"2635364d-431d-42ef-b4ee-b905236cc8ef\">Loading BokehJS ...</span>\n",
       "    </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "\n",
       "  if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "    root._bokeh_onload_callbacks = [];\n",
       "    root._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "  var JS_MIME_TYPE = 'application/javascript';\n",
       "  var HTML_MIME_TYPE = 'text/html';\n",
       "  var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  var CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
       "  /**\n",
       "   * Render data to the DOM node\n",
       "   */\n",
       "  function render(props, node) {\n",
       "    var script = document.createElement(\"script\");\n",
       "    node.appendChild(script);\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when an output is cleared or removed\n",
       "   */\n",
       "  function handleClearOutput(event, handle) {\n",
       "    var cell = handle.cell;\n",
       "\n",
       "    var id = cell.output_area._bokeh_element_id;\n",
       "    var server_id = cell.output_area._bokeh_server_id;\n",
       "    // Clean up Bokeh references\n",
       "    if (id !== undefined) {\n",
       "      Bokeh.index[id].model.document.clear();\n",
       "      delete Bokeh.index[id];\n",
       "    }\n",
       "\n",
       "    if (server_id !== undefined) {\n",
       "      // Clean up Bokeh references\n",
       "      var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
       "      cell.notebook.kernel.execute(cmd, {\n",
       "        iopub: {\n",
       "          output: function(msg) {\n",
       "            var element_id = msg.content.text.trim();\n",
       "            Bokeh.index[element_id].model.document.clear();\n",
       "            delete Bokeh.index[element_id];\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "      // Destroy server and session\n",
       "      var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
       "      cell.notebook.kernel.execute(cmd);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when a new output is added\n",
       "   */\n",
       "  function handleAddOutput(event, handle) {\n",
       "    var output_area = handle.output_area;\n",
       "    var output = handle.output;\n",
       "\n",
       "    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
       "    if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
       "      return\n",
       "    }\n",
       "\n",
       "    var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
       "\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
       "      toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
       "      // store reference to embed id on output_area\n",
       "      output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
       "    }\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
       "      var bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      var script_attrs = bk_div.children[0].attributes;\n",
       "      for (var i = 0; i < script_attrs.length; i++) {\n",
       "        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "      }\n",
       "      // store reference to server id on output_area\n",
       "      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function register_renderer(events, OutputArea) {\n",
       "\n",
       "    function append_mime(data, metadata, element) {\n",
       "      // create a DOM node to render to\n",
       "      var toinsert = this.create_output_subarea(\n",
       "        metadata,\n",
       "        CLASS_NAME,\n",
       "        EXEC_MIME_TYPE\n",
       "      );\n",
       "      this.keyboard_manager.register_events(toinsert);\n",
       "      // Render to node\n",
       "      var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
       "      render(props, toinsert[toinsert.length - 1]);\n",
       "      element.append(toinsert);\n",
       "      return toinsert\n",
       "    }\n",
       "\n",
       "    /* Handle when an output is cleared or removed */\n",
       "    events.on('clear_output.CodeCell', handleClearOutput);\n",
       "    events.on('delete.Cell', handleClearOutput);\n",
       "\n",
       "    /* Handle when a new output is added */\n",
       "    events.on('output_added.OutputArea', handleAddOutput);\n",
       "\n",
       "    /**\n",
       "     * Register the mime type and append_mime function with output_area\n",
       "     */\n",
       "    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "      /* Is output safe? */\n",
       "      safe: true,\n",
       "      /* Index of renderer in `output_area.display_order` */\n",
       "      index: 0\n",
       "    });\n",
       "  }\n",
       "\n",
       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
       "  if (root.Jupyter !== undefined) {\n",
       "    var events = require('base/js/events');\n",
       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  \n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
       "  function display_loaded() {\n",
       "    var el = document.getElementById(\"2635364d-431d-42ef-b4ee-b905236cc8ef\");\n",
       "    if (el != null) {\n",
       "      el.textContent = \"BokehJS is loading...\";\n",
       "    }\n",
       "    if (root.Bokeh !== undefined) {\n",
       "      if (el != null) {\n",
       "        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "    }\n",
       "    finally {\n",
       "      delete root._bokeh_onload_callbacks\n",
       "    }\n",
       "    console.info(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(js_urls, callback) {\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    root._bokeh_is_loading = js_urls.length;\n",
       "    for (var i = 0; i < js_urls.length; i++) {\n",
       "      var url = js_urls[i];\n",
       "      var s = document.createElement('script');\n",
       "      s.src = url;\n",
       "      s.async = false;\n",
       "      s.onreadystatechange = s.onload = function() {\n",
       "        root._bokeh_is_loading--;\n",
       "        if (root._bokeh_is_loading === 0) {\n",
       "          console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "          run_callbacks()\n",
       "        }\n",
       "      };\n",
       "      s.onerror = function() {\n",
       "        console.warn(\"failed to load library \" + url);\n",
       "      };\n",
       "      console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "    }\n",
       "  };var element = document.getElementById(\"2635364d-431d-42ef-b4ee-b905236cc8ef\");\n",
       "  if (element == null) {\n",
       "    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '2635364d-431d-42ef-b4ee-b905236cc8ef' but no matching script tag was found. \")\n",
       "    return false;\n",
       "  }\n",
       "\n",
       "  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.15.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.15.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.15.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-0.12.15.min.js\"];\n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    \n",
       "    function(Bokeh) {\n",
       "      \n",
       "    },\n",
       "    function(Bokeh) {\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.15.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.15.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.15.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.15.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.15.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.15.min.css\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i].call(root, root.Bokeh);\n",
       "      }if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      var cell = $(document.getElementById(\"2635364d-431d-42ef-b4ee-b905236cc8ef\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(js_urls, function() {\n",
       "      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ],
      "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n\n  if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n    root._bokeh_onload_callbacks = [];\n    root._bokeh_is_loading = undefined;\n  }\n\n  \n\n  \n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  var NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded() {\n    var el = document.getElementById(\"2635364d-431d-42ef-b4ee-b905236cc8ef\");\n    if (el != null) {\n      el.textContent = \"BokehJS is loading...\";\n    }\n    if (root.Bokeh !== undefined) {\n      if (el != null) {\n        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(display_loaded, 100)\n    }\n  }\n\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n    }\n    finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.info(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(js_urls, callback) {\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = js_urls.length;\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      var s = document.createElement('script');\n      s.src = url;\n      s.async = false;\n      s.onreadystatechange = s.onload = function() {\n        root._bokeh_is_loading--;\n        if (root._bokeh_is_loading === 0) {\n          console.log(\"Bokeh: all BokehJS libraries loaded\");\n          run_callbacks()\n        }\n      };\n      s.onerror = function() {\n        console.warn(\"failed to load library \" + url);\n      };\n      console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.getElementsByTagName(\"head\")[0].appendChild(s);\n    }\n  };var element = document.getElementById(\"2635364d-431d-42ef-b4ee-b905236cc8ef\");\n  if (element == null) {\n    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '2635364d-431d-42ef-b4ee-b905236cc8ef' but no matching script tag was found. \")\n    return false;\n  }\n\n  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.15.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.15.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.15.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-0.12.15.min.js\"];\n\n  var inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    \n    function(Bokeh) {\n      \n    },\n    function(Bokeh) {\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.15.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.15.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.15.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.15.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.15.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.15.min.css\");\n    }\n  ];\n\n  function run_inline_js() {\n    \n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }if (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      var cell = $(document.getElementById(\"2635364d-431d-42ef-b4ee-b905236cc8ef\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(js_urls, function() {\n      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "output_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load in the data\n",
    "data= [(\"John Smith\", 105, 120),\n",
    "       (\"Jane Jones\", 99, 110),\n",
    "       (\"Fred Flintstone\", 109, 125),\n",
    "       (\"Barney Rubble\", 135, 123),\n",
    "       (\"Mr T\", 45, 105)]\n",
    "\n",
    "limits = [0, 20, 60, 100, 160]\n",
    "labels = [\"Poor\", \"OK\", \"Good\", \"Excellent\"]\n",
    "cats = [x[0] for x in data]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create the base figure\n",
    "p=figure(title=\"Sales Rep Performance\", plot_height=350, plot_width=800, y_range=cats)\n",
    "p.x_range.range_padding = 0\n",
    "p.grid.grid_line_color = None\n",
    "p.xaxis[0].ticker.num_minor_ticks = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[(0, 20, '#f1eef6'), (20, 60, '#bdc9e1'), (60, 100, '#74a9cf'), (100, 160, '#0570b0')]\n"
     ]
    }
   ],
   "source": [
    "# Here's the format of the data we need\n",
    "print(list(zip(limits[:-1], limits[1:], PuBu4[::-1])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "for left, right, color in zip(limits[:-1], limits[1:], PuBu4[::-1]):\n",
    "    p.hbar(y=cats, left=left, right=right, height=0.8, color=color)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"c6fbe74e-4e0d-4358-ad9a-813f9c885222\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = {\"eef8804d-cebd-42ec-ae64-4bc95ddcde50\":{\"roots\":{\"references\":[{\"attributes\":{\"source\":{\"id\":\"dadc36f7-7d9e-47fa-bcfc-7995cca6df47\",\"type\":\"ColumnDataSource\"}},\"id\":\"5f6e25e9-323e-4cc3-b15b-be7ad4751f1c\",\"type\":\"CDSView\"},{\"attributes\":{\"dimension\":1,\"grid_line_color\":{\"value\":null},\"plot\":{\"id\":\"666eb784-dc29-4e39-a981-12ca3eef6744\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"38fb03e2-09e1-4de1-aeaa-2ff363e19f0c\",\"type\":\"CategoricalTicker\"}},\"id\":\"0a6bb0f2-941a-4f6c-a317-9b8074dc94b7\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":{\"value\":\"#74a9cf\"},\"height\":{\"value\":0.8},\"left\":{\"value\":60},\"line_color\":{\"value\":\"#74a9cf\"},\"right\":{\"value\":100},\"y\":{\"field\":\"y\"}},\"id\":\"d2f85c2d-a268-46c7-ab0a-a24ffad15610\",\"type\":\"HBar\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"plot\":null,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"5a9230be-c080-4fd7-a2a0-8974ecb266ef\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.8},\"left\":{\"value\":60},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"value\":100},\"y\":{\"field\":\"y\"}},\"id\":\"5de1f8c1-e63f-4e47-87eb-68dea6376b37\",\"type\":\"HBar\"},{\"attributes\":{},\"id\":\"38fb03e2-09e1-4de1-aeaa-2ff363e19f0c\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"formatter\":{\"id\":\"34dc53ec-7c6a-44e2-a9bc-e76cac542ca7\",\"type\":\"CategoricalTickFormatter\"},\"plot\":{\"id\":\"666eb784-dc29-4e39-a981-12ca3eef6744\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"38fb03e2-09e1-4de1-aeaa-2ff363e19f0c\",\"type\":\"CategoricalTicker\"}},\"id\":\"60bda504-82f1-4747-9793-1a2d95f45379\",\"type\":\"CategoricalAxis\"},{\"attributes\":{\"data_source\":{\"id\":\"394d3c29-236a-436e-8f21-ec7795c8a38e\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"d2f85c2d-a268-46c7-ab0a-a24ffad15610\",\"type\":\"HBar\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5de1f8c1-e63f-4e47-87eb-68dea6376b37\",\"type\":\"HBar\"},\"selection_glyph\":null,\"view\":{\"id\":\"774a4509-797b-42f5-bf06-470954774c7c\",\"type\":\"CDSView\"}},\"id\":\"5e38d20a-a939-46a1-91cc-988ca23d2b72\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31b77228-0194-43b3-8285-40beaa7b39a2\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":{\"value\":\"#f1eef6\"},\"height\":{\"value\":0.8},\"line_color\":{\"value\":\"#f1eef6\"},\"right\":{\"value\":20},\"y\":{\"field\":\"y\"}},\"id\":\"23621143-b8f1-4317-be08-34a588f87f92\",\"type\":\"HBar\"},{\"attributes\":{\"source\":{\"id\":\"394d3c29-236a-436e-8f21-ec7795c8a38e\",\"type\":\"ColumnDataSource\"}},\"id\":\"774a4509-797b-42f5-bf06-470954774c7c\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":{\"value\":\"#0570b0\"},\"height\":{\"value\":0.8},\"left\":{\"value\":100},\"line_color\":{\"value\":\"#0570b0\"},\"right\":{\"value\":160},\"y\":{\"field\":\"y\"}},\"id\":\"0f634aad-fef1-4da5-8485-b7de17593be9\",\"type\":\"HBar\"},{\"attributes\":{},\"id\":\"2f63bb8f-56d7-44dc-8dc8-9c220e0a07a4\",\"type\":\"PanTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.8},\"left\":{\"value\":100},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"value\":160},\"y\":{\"field\":\"y\"}},\"id\":\"1bdbaf64-4ab3-4b1c-a703-2b4cdd51a219\",\"type\":\"HBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.8},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"value\":20},\"y\":{\"field\":\"y\"}},\"id\":\"6386f34e-c85d-4473-adbe-7681bf6d7ac1\",\"type\":\"HBar\"},{\"attributes\":{},\"id\":\"65269a41-7a1f-4d29-a894-471710ff8c6e\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data_source\":{\"id\":\"49c7823b-7d4b-4888-a7fe-5ec2d85ab8c1\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"0f634aad-fef1-4da5-8485-b7de17593be9\",\"type\":\"HBar\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1bdbaf64-4ab3-4b1c-a703-2b4cdd51a219\",\"type\":\"HBar\"},\"selection_glyph\":null,\"view\":{\"id\":\"b2a285a8-8009-42d8-84e6-570227a7c371\",\"type\":\"CDSView\"}},\"id\":\"d280d2f9-8e67-47aa-9773-90b055196e0a\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"34dc53ec-7c6a-44e2-a9bc-e76cac542ca7\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"grid_line_color\":{\"value\":null},\"plot\":{\"id\":\"666eb784-dc29-4e39-a981-12ca3eef6744\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"4a08e872-b70b-4607-85d2-f51bb83f1173\",\"type\":\"BasicTicker\"}},\"id\":\"175772bc-b6dd-4481-bfe7-32a2f2199020\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"49c7823b-7d4b-4888-a7fe-5ec2d85ab8c1\",\"type\":\"ColumnDataSource\"}},\"id\":\"b2a285a8-8009-42d8-84e6-570227a7c371\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"5a9230be-c080-4fd7-a2a0-8974ecb266ef\",\"type\":\"BoxAnnotation\"}},\"id\":\"51146cbe-b2db-4fbc-a213-92656eac8785\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"num_minor_ticks\":0},\"id\":\"4a08e872-b70b-4607-85d2-f51bb83f1173\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data_source\":{\"id\":\"9b2ac10d-64d9-458c-b2b9-d1bae3be6fd3\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"23621143-b8f1-4317-be08-34a588f87f92\",\"type\":\"HBar\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6386f34e-c85d-4473-adbe-7681bf6d7ac1\",\"type\":\"HBar\"},\"selection_glyph\":null,\"view\":{\"id\":\"ac29c9fd-0ed1-4491-b149-32bbe6a2fc7b\",\"type\":\"CDSView\"}},\"id\":\"f6f2006d-a9a0-4f1a-a58f-1c92f0090cf3\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"formatter\":{\"id\":\"31b77228-0194-43b3-8285-40beaa7b39a2\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"666eb784-dc29-4e39-a981-12ca3eef6744\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"4a08e872-b70b-4607-85d2-f51bb83f1173\",\"type\":\"BasicTicker\"}},\"id\":\"21e0f589-705b-4389-8a5d-744e09433947\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"d581a3c9-f86b-458c-8f04-b4f10494b97f\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8f6e5add-ac6f-424b-a305-fb18c3ee039d\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"132cea88-1051-4597-bb86-45986e2ae737\",\"type\":\"HelpTool\"},{\"attributes\":{\"source\":{\"id\":\"9b2ac10d-64d9-458c-b2b9-d1bae3be6fd3\",\"type\":\"ColumnDataSource\"}},\"id\":\"ac29c9fd-0ed1-4491-b149-32bbe6a2fc7b\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"y\"],\"data\":{\"y\":[\"John Smith\",\"Jane Jones\",\"Fred Flintstone\",\"Barney Rubble\",\"Mr T\"]},\"selected\":null,\"selection_policy\":null},\"id\":\"9b2ac10d-64d9-458c-b2b9-d1bae3be6fd3\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"21e0f589-705b-4389-8a5d-744e09433947\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"60bda504-82f1-4747-9793-1a2d95f45379\",\"type\":\"CategoricalAxis\"}],\"plot_height\":350,\"plot_width\":800,\"renderers\":[{\"id\":\"21e0f589-705b-4389-8a5d-744e09433947\",\"type\":\"LinearAxis\"},{\"id\":\"175772bc-b6dd-4481-bfe7-32a2f2199020\",\"type\":\"Grid\"},{\"id\":\"60bda504-82f1-4747-9793-1a2d95f45379\",\"type\":\"CategoricalAxis\"},{\"id\":\"0a6bb0f2-941a-4f6c-a317-9b8074dc94b7\",\"type\":\"Grid\"},{\"id\":\"5a9230be-c080-4fd7-a2a0-8974ecb266ef\",\"type\":\"BoxAnnotation\"},{\"id\":\"f6f2006d-a9a0-4f1a-a58f-1c92f0090cf3\",\"type\":\"GlyphRenderer\"},{\"id\":\"7564abb5-3afa-4be6-872a-0f7364d57e98\",\"type\":\"GlyphRenderer\"},{\"id\":\"5e38d20a-a939-46a1-91cc-988ca23d2b72\",\"type\":\"GlyphRenderer\"},{\"id\":\"d280d2f9-8e67-47aa-9773-90b055196e0a\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"5f2a51c9-8834-4321-a726-ad4745c1e49a\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"f963482c-d806-412f-b20b-0704754bde06\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"3a7d2eae-34fd-4099-8058-10909276bcb3\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"37f43edc-663e-44aa-b335-1ac1452b5a4b\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"0f17fc0a-3fc1-4991-9e63-90158fc0fc26\",\"type\":\"FactorRange\"},\"y_scale\":{\"id\":\"7496bf3b-691a-403f-b62b-525c4f1a1ebf\",\"type\":\"CategoricalScale\"}},\"id\":\"666eb784-dc29-4e39-a981-12ca3eef6744\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"plot\":null,\"text\":\"Sales Rep Performance\"},\"id\":\"5f2a51c9-8834-4321-a726-ad4745c1e49a\",\"type\":\"Title\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"y\"],\"data\":{\"y\":[\"John Smith\",\"Jane Jones\",\"Fred Flintstone\",\"Barney Rubble\",\"Mr T\"]},\"selected\":null,\"selection_policy\":null},\"id\":\"dadc36f7-7d9e-47fa-bcfc-7995cca6df47\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7496bf3b-691a-403f-b62b-525c4f1a1ebf\",\"type\":\"CategoricalScale\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"y\"],\"data\":{\"y\":[\"John Smith\",\"Jane Jones\",\"Fred Flintstone\",\"Barney Rubble\",\"Mr T\"]},\"selected\":null,\"selection_policy\":null},\"id\":\"49c7823b-7d4b-4888-a7fe-5ec2d85ab8c1\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"range_padding\":0},\"id\":\"3a7d2eae-34fd-4099-8058-10909276bcb3\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data_source\":{\"id\":\"dadc36f7-7d9e-47fa-bcfc-7995cca6df47\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"39d7b951-2cda-4b72-9cdd-178e2788bc0a\",\"type\":\"HBar\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"11532321-cbd2-48c7-96ca-091f96ffcb79\",\"type\":\"HBar\"},\"selection_glyph\":null,\"view\":{\"id\":\"5f6e25e9-323e-4cc3-b15b-be7ad4751f1c\",\"type\":\"CDSView\"}},\"id\":\"7564abb5-3afa-4be6-872a-0f7364d57e98\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"factors\":[\"John Smith\",\"Jane Jones\",\"Fred Flintstone\",\"Barney Rubble\",\"Mr T\"]},\"id\":\"0f17fc0a-3fc1-4991-9e63-90158fc0fc26\",\"type\":\"FactorRange\"},{\"attributes\":{\"fill_color\":{\"value\":\"#bdc9e1\"},\"height\":{\"value\":0.8},\"left\":{\"value\":20},\"line_color\":{\"value\":\"#bdc9e1\"},\"right\":{\"value\":60},\"y\":{\"field\":\"y\"}},\"id\":\"39d7b951-2cda-4b72-9cdd-178e2788bc0a\",\"type\":\"HBar\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"2f63bb8f-56d7-44dc-8dc8-9c220e0a07a4\",\"type\":\"PanTool\"},{\"id\":\"65269a41-7a1f-4d29-a894-471710ff8c6e\",\"type\":\"WheelZoomTool\"},{\"id\":\"51146cbe-b2db-4fbc-a213-92656eac8785\",\"type\":\"BoxZoomTool\"},{\"id\":\"d581a3c9-f86b-458c-8f04-b4f10494b97f\",\"type\":\"SaveTool\"},{\"id\":\"8f6e5add-ac6f-424b-a305-fb18c3ee039d\",\"type\":\"ResetTool\"},{\"id\":\"132cea88-1051-4597-bb86-45986e2ae737\",\"type\":\"HelpTool\"}]},\"id\":\"f963482c-d806-412f-b20b-0704754bde06\",\"type\":\"Toolbar\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"y\"],\"data\":{\"y\":[\"John Smith\",\"Jane Jones\",\"Fred Flintstone\",\"Barney Rubble\",\"Mr T\"]},\"selected\":null,\"selection_policy\":null},\"id\":\"394d3c29-236a-436e-8f21-ec7795c8a38e\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37f43edc-663e-44aa-b335-1ac1452b5a4b\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.8},\"left\":{\"value\":20},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"value\":60},\"y\":{\"field\":\"y\"}},\"id\":\"11532321-cbd2-48c7-96ca-091f96ffcb79\",\"type\":\"HBar\"}],\"root_ids\":[\"666eb784-dc29-4e39-a981-12ca3eef6744\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.15\"}};\n",
       "  var render_items = [{\"docid\":\"eef8804d-cebd-42ec-ae64-4bc95ddcde50\",\"elementid\":\"c6fbe74e-4e0d-4358-ad9a-813f9c885222\",\"modelid\":\"666eb784-dc29-4e39-a981-12ca3eef6744\"}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "666eb784-dc29-4e39-a981-12ca3eef6744"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.models.renderers.GlyphRenderer\">GlyphRenderer</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'b74dd2be-5247-49c2-8f91-74b8b95b65c3', <span id=\"7c6a0733-4531-4bee-b99e-d5153523e3c1\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">data_source&nbsp;=&nbsp;ColumnDataSource(id='16e81a84-0e42-40bc-b65c-052d37b77e4a', ...),</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">glyph&nbsp;=&nbsp;HBar(id='b9dc72ae-b295-4fd6-add7-d805fa6e381a', ...),</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">hover_glyph&nbsp;=&nbsp;None,</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">level&nbsp;=&nbsp;'glyph',</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">muted&nbsp;=&nbsp;False,</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">muted_glyph&nbsp;=&nbsp;None,</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">nonselection_glyph&nbsp;=&nbsp;HBar(id='0e6796bb-e53e-48aa-bd0f-594b9a3f83df', ...),</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">selection_glyph&nbsp;=&nbsp;None,</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;[],</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">view&nbsp;=&nbsp;CDSView(id='e241765e-3b5a-4be2-af7e-984e7aa9a21e', ...),</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_range_name&nbsp;=&nbsp;'default',</div></div><div class=\"d00c4ed0-65cf-41ac-8245-4af2a337947e\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_range_name&nbsp;=&nbsp;'default')</div></div></div>\n",
       "<script>\n",
       "(function() {\n",
       "  var expanded = false;\n",
       "  var ellipsis = document.getElementById(\"7c6a0733-4531-4bee-b99e-d5153523e3c1\");\n",
       "  ellipsis.addEventListener(\"click\", function() {\n",
       "    var rows = document.getElementsByClassName(\"d00c4ed0-65cf-41ac-8245-4af2a337947e\");\n",
       "    for (var i = 0; i < rows.length; i++) {\n",
       "      var el = rows[i];\n",
       "      el.style.display = expanded ? \"none\" : \"table-row\";\n",
       "    }\n",
       "    ellipsis.innerHTML = expanded ? \"&hellip;)\" : \"&lsaquo;&lsaquo;&lsaquo;\";\n",
       "    expanded = !expanded;\n",
       "  });\n",
       "})();\n",
       "</script>\n"
      ],
      "text/plain": [
       "GlyphRenderer(id='b74dd2be-5247-49c2-8f91-74b8b95b65c3', ...)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Now add the black bars for the actual performance\n",
    "perf = [x[1] for x in data]\n",
    "p.hbar(y=cats, left=0, right=perf, height=0.3, color=\"black\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"57b1a35c-0eee-4f2a-8540-d7303201dfb4\"></div>\n",
       "</div>"
      ]
     },
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       "  function embed_document(root) {\n",
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Smith\",\"Jane Jones\",\"Fred Flintstone\",\"Barney Rubble\",\"Mr T\"]},\"selected\":null,\"selection_policy\":null},\"id\":\"394d3c29-236a-436e-8f21-ec7795c8a38e\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37f43edc-663e-44aa-b335-1ac1452b5a4b\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.8},\"left\":{\"value\":20},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"value\":60},\"y\":{\"field\":\"y\"}},\"id\":\"11532321-cbd2-48c7-96ca-091f96ffcb79\",\"type\":\"HBar\"}],\"root_ids\":[\"666eb784-dc29-4e39-a981-12ca3eef6744\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.15\"}};\n",
       "  var render_items = [{\"docid\":\"6cf75f4a-ef1a-40fc-ab19-6d3c39ccc24a\",\"elementid\":\"57b1a35c-0eee-4f2a-8540-d7303201dfb4\",\"modelid\":\"666eb784-dc29-4e39-a981-12ca3eef6744\"}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "666eb784-dc29-4e39-a981-12ca3eef6744"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.models.renderers.GlyphRenderer\">GlyphRenderer</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'4abe5572-1d9d-4d00-8328-3e14208c2059', <span id=\"7fabcec7-3bae-499c-8804-069e1f4dba4d\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">data_source&nbsp;=&nbsp;ColumnDataSource(id='f0578c05-a4cf-448c-b4fc-ac09307fcb88', ...),</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">glyph&nbsp;=&nbsp;Segment(id='1c2c5e6e-5a1f-4244-b1f2-6a19f83c8189', ...),</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">hover_glyph&nbsp;=&nbsp;None,</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">level&nbsp;=&nbsp;'glyph',</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">muted&nbsp;=&nbsp;False,</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">muted_glyph&nbsp;=&nbsp;None,</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">nonselection_glyph&nbsp;=&nbsp;Segment(id='0b0f764c-720a-496c-b1ff-e0516ae5d22e', ...),</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">selection_glyph&nbsp;=&nbsp;None,</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;[],</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">view&nbsp;=&nbsp;CDSView(id='7acc21a1-79b4-442f-ab3c-18c288dc190c', ...),</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_range_name&nbsp;=&nbsp;'default',</div></div><div class=\"f6be8d23-adf5-4024-9056-8078897d21ff\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_range_name&nbsp;=&nbsp;'default')</div></div></div>\n",
       "<script>\n",
       "(function() {\n",
       "  var expanded = false;\n",
       "  var ellipsis = document.getElementById(\"7fabcec7-3bae-499c-8804-069e1f4dba4d\");\n",
       "  ellipsis.addEventListener(\"click\", function() {\n",
       "    var rows = document.getElementsByClassName(\"f6be8d23-adf5-4024-9056-8078897d21ff\");\n",
       "    for (var i = 0; i < rows.length; i++) {\n",
       "      var el = rows[i];\n",
       "      el.style.display = expanded ? \"none\" : \"table-row\";\n",
       "    }\n",
       "    ellipsis.innerHTML = expanded ? \"&hellip;)\" : \"&lsaquo;&lsaquo;&lsaquo;\";\n",
       "    expanded = !expanded;\n",
       "  });\n",
       "})();\n",
       "</script>\n"
      ],
      "text/plain": [
       "GlyphRenderer(id='4abe5572-1d9d-4d00-8328-3e14208c2059', ...)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Add the segment for the target\n",
    "comp = [x[2]for x in data]\n",
    "p.segment(x0=comp, y0=[(x, -0.5) for x in cats], x1=comp, \n",
    "          y1=[(x, 0.5) for x in cats], color=\"white\", line_width=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"d65f8087-94c4-41e2-9474-7eaa90792ed3\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = 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T\"]},\"id\":\"0f17fc0a-3fc1-4991-9e63-90158fc0fc26\",\"type\":\"FactorRange\"},{\"attributes\":{\"fill_color\":{\"value\":\"#bdc9e1\"},\"height\":{\"value\":0.8},\"left\":{\"value\":20},\"line_color\":{\"value\":\"#bdc9e1\"},\"right\":{\"value\":60},\"y\":{\"field\":\"y\"}},\"id\":\"39d7b951-2cda-4b72-9cdd-178e2788bc0a\",\"type\":\"HBar\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"2f63bb8f-56d7-44dc-8dc8-9c220e0a07a4\",\"type\":\"PanTool\"},{\"id\":\"65269a41-7a1f-4d29-a894-471710ff8c6e\",\"type\":\"WheelZoomTool\"},{\"id\":\"51146cbe-b2db-4fbc-a213-92656eac8785\",\"type\":\"BoxZoomTool\"},{\"id\":\"d581a3c9-f86b-458c-8f04-b4f10494b97f\",\"type\":\"SaveTool\"},{\"id\":\"8f6e5add-ac6f-424b-a305-fb18c3ee039d\",\"type\":\"ResetTool\"},{\"id\":\"132cea88-1051-4597-bb86-45986e2ae737\",\"type\":\"HelpTool\"}]},\"id\":\"f963482c-d806-412f-b20b-0704754bde06\",\"type\":\"Toolbar\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"y\"],\"data\":{\"y\":[\"John Smith\",\"Jane Jones\",\"Fred Flintstone\",\"Barney Rubble\",\"Mr T\"]},\"selected\":null,\"selection_policy\":null},\"id\":\"394d3c29-236a-436e-8f21-ec7795c8a38e\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37f43edc-663e-44aa-b335-1ac1452b5a4b\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.8},\"left\":{\"value\":20},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"right\":{\"value\":60},\"y\":{\"field\":\"y\"}},\"id\":\"11532321-cbd2-48c7-96ca-091f96ffcb79\",\"type\":\"HBar\"}],\"root_ids\":[\"666eb784-dc29-4e39-a981-12ca3eef6744\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.15\"}};\n",
       "  var render_items = [{\"docid\":\"be3c57be-147e-4c1e-8caf-74fd8437b81a\",\"elementid\":\"d65f8087-94c4-41e2-9474-7eaa90792ed3\",\"modelid\":\"666eb784-dc29-4e39-a981-12ca3eef6744\"}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "666eb784-dc29-4e39-a981-12ca3eef6744"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add the labels\n",
    "for start, label in zip(limits[:-1], labels):\n",
    "    p.add_layout(Label(x=start, y=0, text=label, text_font_size=\"10pt\",\n",
    "                       text_color='black', y_offset=5, x_offset=15))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"bc94e9ae-50f9-4303-b974-4b8d7d446e89\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = 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       "  var render_items = [{\"docid\":\"01e55d53-31ed-4125-96fa-2fe7cb4cb214\",\"elementid\":\"bc94e9ae-50f9-4303-b974-4b8d7d446e89\",\"modelid\":\"666eb784-dc29-4e39-a981-12ca3eef6744\"}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
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